Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9595142 0.9913553 0.9657607 0.0408659 0.9432521
bt 0.9338731 0.9790528 0.9488032 0.1159461 0.9066656
maxnet 0.6450742 0.7490002 0.9768555 0.2155335 0.4176761
gam 0.7152497 0.7794067 0.9687184 0.1742453 0.4216014
glm 0.6491228 0.7206509 0.8292078 0.1904216 0.4155612

Variable Importance